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Automatic retinal blood vessel parameter calculation in spectral domain optical coherence tomography

机译:光谱域光学相干断层扫描中视网膜血管参数的自动计算

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摘要

Measurement of retinal blood vessel parameters like the blood blow in the vessels may have significant impact on the study and diagnosis of glaucoma, a leading blinding disease worldwide. Optical coherence tomography (OCT) is a non-invasive imaging technique that can provide not only microscopic structural imaging of the retina but also functional information like the blood flow velocity in the retina. The aim of this study is to automatically extract the parameters of retinal blood vessels like the 3D orientation, the vessel diameters, as well as the corresponding absolute blood flow velocity in the vessel. The parameters were extracted from circular OCT scans around the optic disc. By removing the surface reflection through simple segmentation of the circular OCT scans a blood vessel shadowgram can be generated. The lateral coordinates and the diameter of each blood vessel are extracted from the shadowgram through a series of signal processing. Upon determination of the lateral position and the vessel diameter, the coordinate in the depth direction of each blood vessel is calculated in combination with the Doppler information for the vessel. The extraction of the vessel coordinates and diameter makes it possible to calculate the orientation of the vessel in reference to the direction of the incident sample light, which in turn can be used to calculate the absolute blood flow velocity and the flow rate.
机译:视网膜血管参数(如血管中的吹血)的测量可能对青光眼的研究和诊断产生重大影响,青光眼是一种全球领先的致盲疾病。光学相干断层扫描(OCT)是一种非侵入性成像技术,不仅可以提供视网膜的微观结构成像,还可以提供功能信息,例如视网膜中的血流速度。这项研究的目的是自动提取视网膜血管的参数,例如3D方向,血管直径以及血管中相应的绝对血流速度。参数是从光盘周围的圆形OCT扫描中提取的。通过圆形OCT扫描的简单分割来消除表面反射,可以生成血管阴影图。通过一系列信号处理,从皮影图中提取每个血管的横向坐标和直径。在确定横向位置和血管直径时,结合血管的多普勒信息来计算每个血管在深度方向上的坐标。血管坐标和直径的提取使得可以相对于入射样本光的方向来计算血管的方向,这又可以用于计算绝对血流速度和流速。

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